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Volumn 31, Issue 26, 2012, Pages 3118-3132

Estimation of mediation effects for zero-inflated regression models

Author keywords

Causal mediation analysis; Indirect effect; Mediation formula; Monte Carlo integration; Sensitivity analysis; Zero inflation

Indexed keywords

ARTICLE; BINOMIAL DISTRIBUTION; CAUSAL MODELING; DENTAL PROCEDURE; HUMAN; LINEAR REGRESSION ANALYSIS; MAGNITUDE ESTIMATION METHOD; MEDIATION ANALYSIS; MONTE CARLO METHOD; PROBABILITY; REGRESSION ANALYSIS; SENSITIVITY ANALYSIS; SIMULATION; STATISTICAL ANALYSIS; STATISTICAL MODEL; STATISTICAL PARAMETERS; STRUCTURAL EQUATION MODELING;

EID: 84867544271     PISSN: 02776715     EISSN: 10970258     Source Type: Journal    
DOI: 10.1002/sim.5380     Document Type: Article
Times cited : (23)

References (27)
  • 1
    • 0023020183 scopus 로고
    • The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations
    • Baron RM, Kenny DA. The moderator-mediator variable distinction in social psychological research: Conceptual, strategic, and statistical considerations. Journal of Personality and Social Psychology 1986; 51:1173-1182.
    • (1986) Journal of Personality and Social Psychology , vol.51 , pp. 1173-1182
    • Baron, R.M.1    Kenny, D.A.2
  • 2
    • 0000265302 scopus 로고
    • Estimating mediated effects in prevention studies
    • MacKinnon DP, Dwyer JH. Estimating mediated effects in prevention studies. Evaluation Review 1993; 17:144-158.
    • (1993) Evaluation Review , vol.17 , pp. 144-158
    • MacKinnon, D.P.1    Dwyer, J.H.2
  • 5
    • 4444244491 scopus 로고    scopus 로고
    • Statistical assessment of meditational effects for logistic meditational models
    • Huang B, Sivaganesan S, Succop P, Goodman E. Statistical assessment of meditational effects for logistic meditational models. Statistics in Medicine 2004; 23:2713-2728.
    • (2004) Statistics in Medicine , vol.23 , pp. 2713-2728
    • Huang, B.1    Sivaganesan, S.2    Succop, P.3    Goodman, E.4
  • 6
    • 45749085328 scopus 로고    scopus 로고
    • Flexible approaches to computing mediated effects in generalized liner models: generalized estimating equations and bootstrapping
    • Schluchter MD. Flexible approaches to computing mediated effects in generalized liner models: generalized estimating equations and bootstrapping. Multivariate Behavioral Research 2008; 43:268-288.
    • (2008) Multivariate Behavioral Research , vol.43 , pp. 268-288
    • Schluchter, M.D.1
  • 7
    • 34547454304 scopus 로고    scopus 로고
    • Estimation of mediation effect with a binary mediator
    • Li Y, Schneider JA, Bennett DA. Estimation of mediation effect with a binary mediator. Statistics in Medicine 2007; 26:3398-3414.
    • (2007) Statistics in Medicine , vol.26 , pp. 3398-3414
    • Li, Y.1    Schneider, J.A.2    Bennett, D.A.3
  • 8
    • 78650085125 scopus 로고    scopus 로고
    • A general approach to causal mediation analysis
    • Imai K, Keele L, Tingley D. A general approach to causal mediation analysis. Psychological Methods 2010; 15:309-334.
    • (2010) Psychological Methods , vol.15 , pp. 309-334
    • Imai, K.1    Keele, L.2    Tingley, D.3
  • 9
    • 77957786869 scopus 로고    scopus 로고
    • Identification, inference and sensitivity analysis for causal mediation effects
    • Imai K, Keele L, Yamamoto T. Identification, inference and sensitivity analysis for causal mediation effects. Statistical Science 2010; 25:51-71.
    • (2010) Statistical Science , vol.25 , pp. 51-71
    • Imai, K.1    Keele, L.2    Yamamoto, T.3
  • 10
    • 84867492550 scopus 로고    scopus 로고
    • The causal mediation formula - a guide to the assessment of pathways and mechanisms, Technical Report Technical report R-379, University of California, Los Angeles Computer Science Department.
    • Pearl J. 2011.The causal mediation formula - a guide to the assessment of pathways and mechanisms, Technical Report Technical report R-379, University of California, Los Angeles Computer Science Department.
    • (2011)
    • Pearl, J.1
  • 13
    • 79953688493 scopus 로고    scopus 로고
    • Generalized causal mediation analysis
    • Albert JM, Nelson S. Generalized causal mediation analysis. Biometrics 2011; 67:1028-1038.
    • (2011) Biometrics , vol.67 , pp. 1028-1038
    • Albert, J.M.1    Nelson, S.2
  • 15
    • 0026821975 scopus 로고
    • Zero-inflated Poisson regression, with an application to defects in manufacturing
    • Lambert D. Zero-inflated Poisson regression, with an application to defects in manufacturing. Technometrics 1992; 34:1-14.
    • (1992) Technometrics , vol.34 , pp. 1-14
    • Lambert, D.1
  • 16
    • 33747594255 scopus 로고    scopus 로고
    • Growth and cognitive function of Indonesian children: Zero-inflated proportion models
    • Cheung YB. Growth and cognitive function of Indonesian children: Zero-inflated proportion models. Statistics in Medicine 2006; 25:3011-3022.
    • (2006) Statistics in Medicine , vol.25 , pp. 3011-3022
    • Cheung, Y.B.1
  • 18
    • 0030748295 scopus 로고    scopus 로고
    • Equality in health care utilization: further tests based on hurdle models and Swedish micro data
    • Gerdtham UG. Equality in health care utilization: further tests based on hurdle models and Swedish micro data. Health Economics 1997; 6:303-319.
    • (1997) Health Economics , vol.6 , pp. 303-319
    • Gerdtham, U.G.1
  • 21
    • 0035888098 scopus 로고    scopus 로고
    • Zero-inflated Poisson regression with random effects to evaluate an occupational injury prevention program
    • Yau KKW, Lee AH. Zero-inflated Poisson regression with random effects to evaluate an occupational injury prevention program. Statistics in Medicine 2001; 20:2907-2920.
    • (2001) Statistics in Medicine , vol.20 , pp. 2907-2920
    • Yau, K.K.W.1    Lee, A.H.2
  • 22
    • 84901005905 scopus 로고    scopus 로고
    • Estimating overall exposure effects for zero-inflated regression models with application to dental caries
    • DOI: 10.1177/0962280211407800.
    • Albert JM, Wang W, Nelson S. Estimating overall exposure effects for zero-inflated regression models with application to dental caries. Statistical Methods in Medical Research 2011, DOI: 10.1177/0962280211407800.
    • (2011) Statistical Methods in Medical Research
    • Albert, J.M.1    Wang, W.2    Nelson, S.3
  • 23
    • 79952854680 scopus 로고    scopus 로고
    • Statistical analysis for identifying mediating variables in public health dentistry interventions
    • MacKinnon DP, Luecken LJ. Statistical analysis for identifying mediating variables in public health dentistry interventions. Journal of Public Health Dentistry 2011; 71:S37-46.
    • (2011) Journal of Public Health Dentistry , vol.71
    • MacKinnon, D.P.1    Luecken, L.J.2
  • 24
  • 25
    • 30244547047 scopus 로고
    • Monte Carlo theory and practice
    • James F. Monte Carlo theory and practice. Reports on Progress in Physics 1980; 43:1145-1189.
    • (1980) Reports on Progress in Physics , vol.43 , pp. 1145-1189
    • James, F.1
  • 26
    • 62749159754 scopus 로고    scopus 로고
    • Joint regression analysis of correlated data using Gaussian copulas
    • Song PXK, Li M, Yuan Y. Joint regression analysis of correlated data using Gaussian copulas. Biometrics 2009; 65:60-68.
    • (2009) Biometrics , vol.65 , pp. 60-68
    • Song, P.X.K.1    Li, M.2    Yuan, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.